Publications

Date: 19 Sep 23 19 September 2023
Title: Accurate proteome-wide missense variant effect prediction with AlphaMissense
Authors: Jun Cheng, Guido Novati, Joshua Pan, Clare Bycroft, Akvilė Žemgulytė, Taylor Applebaum, Alexander Pritzel, Elisa Wong, Michal Zielinski, Toby Sargeant, Rosalia Schneider, Andrew Senior, John Jumper, Demis Hassabis, Pushmeet Kohli, Žiga Avsec
Venue: Science

Date: 11 Sep 23 11 September 2023
Title: Revisiting Energy Based Models as Policies: Ranking Noise Contrastive Estimation and Interpolating Energy Models
Authors: Sumeet Singh, Stephen Tu*, Vikas Sindhwani
Venue: arXiv

Date: 10 Sep 23 10 September 2023
Title: Massively Scalable Inverse Reinforcement Learning for Route Optimization
Authors: Matt Barnes, Matthew Abueg, Oliver F. Lange, Matt Deeds, Jason Trader, Denali Molitor, Markus Wulfmeier*, Shawn O'Banion*
Venue: arXiv

Date: 31 Aug 23 31 August 2023
Title: RoboTAP: Tracking Arbitrary Points for Few-Shot Visual Imitation
Authors: Mel Vecerik, Carl Doersch, Yi Yang, Todor Davchev, Yusuf Aytar, Stannis Zhou, Andrew Zisserman, Jon Scholz, Lourdes Agapito*
Venue: ICRA 2024

Date: 31 Aug 23 31 August 2023
Title: Natural Quantum Monte Carlo Computation of Excited States
Authors: David Pfau, Simon Axelrod*, Halvard Sutterud*, James Spencer, Ingrid von Glehn
Venue: arXiv

Date: 22 Aug 23 22 August 2023
Title: Nevis’22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research
Authors: Jörg Bornschein, Alexandre Galashov, Ross Hemsley, Amal Rannen-Triki, Yutian Chen, Arslan Chaudhry, Owen He, Arthur Douillard, Massimo Caccia*, Qixuan Feng, Jiajun Shen, Sylvestre-Alvise Rebuffi, Kitty Stacpoole, diegolascasas , Will Hawkins, Angeliki Lazaridou, Yee Whye Teh, Andrei Rusu, Razvan Pascanu, Marc'aurelio Ranzato
Venue: JMLR

Date: 4 Aug 23 4 August 2023
Title: Advances in ML-based sampling for Lattice-QCD
Authors: Kyle Cranmer, Gurtej Kanwar, Sébastien Racanière, Danilo J. Rezende & Phiala E. Shanahan
Venue: Nature Reviews Physics

Date: 1 Aug 23 1 August 2023
Title: Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionals
Authors: Kory Mathewson, Piotr Mirowski, jaylenp , Richard Evans
Venue: ACM CHI 2022

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